This repository provides a practical, data-centric AI/ML module for biomedical researchers. It covers R programming, data preparation, model building, and AI/ML applications using AWS SageMaker and Jupyter notebooks.

python aws machine-learning ai deep-learning tensorflow keras artificial-intelligence feature-engineering model-interpretation sagemaker responsible-ai biomedical-research data-centric-ai model-building-and-evaluation fair-data-principles

• Updated Jun 4, 2025
• Jupyter Notebook

This repository contains code, data and the main findings of the paper entitle "Are National Spatial Data Infrastructures Adequate for Achieving the 2030 Agenda? A Case Study of Brazil's NSDI from the Perspective of UN-GGIM Fundamental Themes".

spatial-data-infrastructure sustainable-development-goals inde brazilian-nsdi fair-data-principles un-fundamental-geospatial-data-themes

• Updated Oct 14, 2025
• Jupyter Notebook